MONAI framework in PyTorch is an open-source codebase in the medical domain. I’m looking for something like this in tf 2 / keras? ( It should be reliable and resourceful. )
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in 2018 we had:
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You can check:
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I went through some of the implementations of MIScnn. It’s an interesting and promising library. However, unfortunately, it doesn’t follow the TensorFlow best practices. Also, the API design may not be followed properly, inconsistent naming throughout the codebases. I found it hard to use tf.data API. No custom training, as things are encapsulated. Third-party implementation for image processing is used whereas Keras processing layer can be used.
( I really wish Keras provides some official support on this. It’s quite mutual with keras-cv but it is unclear if it will ever happen though. )
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You could star to propose in keras-cv some useful reusable components ftom that library.
Also they could be interested to open few PRs to keras-cv if you try to contact them.